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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Super-Resolution | SET5 (test) | 192 | Apr 15, 2026 | ||
| Image Quality Assessment | CSIQ | 192 | May 19, 2026 | ||
| Person Re-identification | VIPeR | 192 | Apr 2, 2026 | ||
| Semantic Segmentation | LoveDA | 192 | May 15, 2026 | ||
| Novel View Synthesis |
|---|
| Mip-NeRF360 |
| 192 |
| Jun 9, 2026 |
| Mathematical Reasoning | AIME 2025 (test) | 191 | Jul 7, 2026 |
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| Image Classification | ImageNet-1k 1.0 (test) | 191 | Feb 26, 2026 |
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| text-to-audio retrieval | AudioCaps (test) | 191 | Jul 1, 2026 |
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| Image Classification | CIFAR10 (train) | 191 | Jul 7, 2026 |
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| 3D Object Detection | nuScenes v1.0-trainval (val) | 191 | Jul 2, 2026 |
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| Sign Language Translation | PHOENIX-2014T (test) | 191 | Jun 11, 2026 |
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| Trajectory Prediction | NBA (test) | 191 | Apr 28, 2026 |
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| Person Re-identification | Market-1501 to DukeMTMC-reID (test) | 191 | Mar 17, 2026 |
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| Action Recognition | HMDB51 | 191 | Feb 26, 2026 |
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| General Reasoning | BBH | 190 | May 28, 2026 |
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| Mathematical Reasoning | AIME 25 | 190 | Jun 23, 2026 |
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| Math Reasoning | GSM8K | 190 | Jul 8, 2026 |
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| Language Modeling | OpenWebText | 190 | Jul 2, 2026 |
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| Multivariate long-term forecasting | Traffic | 190 | Apr 28, 2026 |
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| Depth Super-Resolution | NYU v2 (test) | 190 | May 12, 2026 |
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| Few-shot Image Classification | tieredImageNet | 190 | May 26, 2026 |
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| Graph Classification | NCI1 (test) | 190 | Jul 7, 2026 |
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| Visual Understanding | MM-Vet | 190 | Jul 7, 2026 |
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| Performance Estimation | DIVE | 189 | Apr 28, 2026 |
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| Black-box Attack | LSUN | 189 | Feb 26, 2026 |
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